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DA-CapsNet: A multi-branch capsule network based on adversarial domain adaption for cross-subject EEG emotion recognition
期刊论文
KNOWLEDGE-BASED SYSTEMS, 2024, 卷号: 283, 页码: 12
作者:
Liu, Shuaiqi
;
Wang, Zeyao
;
An, Yanling
;
Li, Bing
;
Wang, Xinrui
收藏
  |  
浏览/下载:2/0
  |  
提交时间:2024/02/22
EEG emotion recognition
Capsule network
Adversarial domain adaptation
Transfer learning
ProxyMix: Proxy-based Mixup training with label refinery for source-free domain adaptation
期刊论文
NEURAL NETWORKS, 2023, 卷号: 167, 页码: 92-103
作者:
Ding, Yuhe
;
Sheng, Lijun
;
Liang, Jian
;
Zheng, Aihua
;
He, Ran
收藏
  |  
浏览/下载:9/0
  |  
提交时间:2023/11/16
Source-free unsupervised domain
adaptation
Pseudo labeling
Generalization Across Subjects and Sessions for EEG-based Emotion Recognition Using Multi-source Attention-based Dynamic Residual Transfer
会议论文
Gold Coast Convention and Exhibition Centre Queensland, Australia, 2023-06-18
作者:
Wanqing Jiang
;
Gaofeng Meng
;
Tianzi Jiang
;
Nianming Zuo
收藏
  |  
浏览/下载:11/0
  |  
提交时间:2023/06/20
Electroencephalogram (EEG), emotion recognition, multi-source domain adaptation, subject-independent
Dual Structural Knowledge Interaction for Domain Adaptation
期刊论文
IEEE TRANSACTIONS ON MULTIMEDIA, 2023, 卷号: 25, 页码: 9057-9070
作者:
Zuo, Yukun
;
Yao, Hantao
;
Zhuang, Liansheng
;
Xu, Changsheng
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  |  
浏览/下载:0/0
  |  
提交时间:2024/02/21
Manifolds
Feature extraction
Adaptation models
Representation learning
Task analysis
Semisupervised learning
Pattern recognition
Domain adaptation
structural knowledge
dual structural knowledge interaction
A transfer weighted extreme learning machine for imbalanced classification
期刊论文
INTERNATIONAL JOURNAL OF INTELLIGENT SYSTEMS, 2022, 页码: 1-21
作者:
Guo YN(郭一楠)
;
Jiao BT(焦博韬)
;
Tan, Ying
;
Zhang, Pei
;
Tang FZ(唐凤珍)
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  |  
浏览/下载:25/0
  |  
提交时间:2022/05/15
class imbalance learning
cost-sensitive learning
domain adaptation
extreme learning machine
transfer learning
Unsupervised Structure-Texture Separation Network for Oracle Character Recognition
期刊论文
IEEE TRANSACTIONS ON IMAGE PROCESSING, 2022, 卷号: 31, 页码: 3137-3150
作者:
Wang, Mei
;
Deng, Weihong
;
Liu, Cheng-Lin
收藏
  |  
浏览/下载:11/0
  |  
提交时间:2022/06/10
Character recognition
Bones
Adaptation models
Training
Feature extraction
Writing
Transforms
Oracle character recognition
unsupervised domain adaptation
feature disentanglement
generative adversarial network
Unified Cross-domain Classification via Geometric and Statistical Adaptations
期刊论文
PATTERN RECOGNITION, 2021, 卷号: 110, 页码: 9
作者:
Liu, Weifeng
;
Li, Jinfeng
;
Liu, Baodi
;
Guan, Weili
;
Zhou, Yicong
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  |  
浏览/下载:20/0
  |  
提交时间:2021/01/06
Domain adaptation
Statistical adaptation
Maximum mean discrepancy (MMD)
Geometric adaptation
Nystrom method
Automatic Detection of COVID-19 Infection Using Chest X-Ray Images Through Transfer Learning
期刊论文
IEEE/CAA Journal of Automatica Sinica, 2021, 卷号: 8, 期号: 1, 页码: 239-248
作者:
Elene Firmeza Ohata
;
Gabriel Maia Bezerra
;
João Victor Souza das Chagas
;
Aloísio Vieira Lira Neto
;
Adriano Bessa Albuquerque
收藏
  |  
浏览/下载:22/0
  |  
提交时间:2021/04/09
Convolutional neural networks (CNNs)
COVID-19
transfer learning
X-ray
The ensemble deep learning model for novel COVID-19 on CT images
期刊论文
Applied Soft Computing, 2021, 卷号: 98
作者:
Zhou, Tao
;
Lu, Huiling
;
Yang, Zaoli
;
Qiu, Shi
;
Huo, Bingqiang
收藏
  |  
浏览/下载:18/0
  |  
提交时间:2020/12/01
COVID-19
Lung CT images
Deep learning
Ensemble learning
Softly Associative Transfer Learning for Cross-Domain Classification
期刊论文
IEEE TRANSACTIONS ON CYBERNETICS, 2020, 卷号: 50, 期号: 11, 页码: 4709-4721
作者:
Wang, Deqing
;
Lu, Chenwei
;
Wu, Junjie
;
Liu, Hongfu
;
Zhang, Wenjie
收藏
  |  
浏览/下载:15/0
  |  
提交时间:2021/12/01
Task analysis
Knowledge transfer
Matrix decomposition
Bridges
Optimization
Data models
Feature extraction
Cross-domain text classification
non-negative matrix tri-factorizations (NMTFs)
softly associative transfer learning (sa-TL)
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